Dataset statistics
| Number of variables | 39 |
|---|---|
| Number of observations | 135343 |
| Missing cells | 438786 |
| Missing cells (%) | 8.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 40.3 MiB |
| Average record size in memory | 312.0 B |
Variable types
| CAT | 20 |
|---|---|
| NUM | 18 |
| BOOL | 1 |
Reproduction
| Analysis started | 2020-05-28 20:16:57.565912 |
|---|---|
| Analysis finished | 2020-05-28 20:23:31.843316 |
| Duration | 6 minutes and 34.28 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
CloseDate has a high cardinality: 5066 distinct values | High cardinality |
ElementarySchoolName has a high cardinality: 183 distinct values | High cardinality |
HighSchoolName has a high cardinality: 78 distinct values | High cardinality |
MiddleSchoolName has a high cardinality: 88 distinct values | High cardinality |
StreetName has a high cardinality: 15169 distinct values | High cardinality |
StreetNumber has a high cardinality: 10356 distinct values | High cardinality |
ArchitecturalStyle has a high cardinality: 264 distinct values | High cardinality |
TaxLegalDescription has a high cardinality: 61882 distinct values | High cardinality |
CurrentPrice is highly correlated with ClosePrice and 1 other fields | High correlation |
ClosePrice is highly correlated with CurrentPrice and 1 other fields | High correlation |
ListPrice is highly correlated with ClosePrice and 1 other fields | High correlation |
City is highly correlated with PostalCode | High correlation |
PostalCode is highly correlated with City | High correlation |
SchoolDistrict is highly correlated with HighSchoolName and 2 other fields | High correlation |
HighSchoolName is highly correlated with SchoolDistrict | High correlation |
MiddleSchoolName is highly correlated with SchoolDistrict | High correlation |
SeniorHighSchoolName is highly correlated with SchoolDistrict | High correlation |
StreetDirSuffix is highly correlated with StreetDirPrefix | High correlation |
StreetDirPrefix is highly correlated with StreetDirSuffix | High correlation |
HighSchoolName has 1546 (1.1%) missing values | Missing |
Occupancy has 24961 (18.4%) missing values | Missing |
SchoolDistrict has 7915 (5.8%) missing values | Missing |
SeniorHighSchoolName has 85101 (62.9%) missing values | Missing |
StreetDirPrefix has 131949 (97.5%) missing values | Missing |
StreetDirSuffix has 134859 (99.6%) missing values | Missing |
StreetSuffix has 13676 (10.1%) missing values | Missing |
ArchitecturalStyle has 10952 (8.1%) missing values | Missing |
TaxLegalDescription has 25819 (19.1%) missing values | Missing |
OriginalListPrice is highly skewed (γ1 = 241.4671172) | Skewed |
RATIO_ClosePrice_By_ListPrice is highly skewed (γ1 = 367.8874324) | Skewed |
RATIO_ClosePrice_By_OriginalListPrice is highly skewed (γ1 = 141.5756303) | Skewed |
RATIO_CurrentPrice_By_SQFT is highly skewed (γ1 = 89.55370868) | Skewed |
YearBuilt is highly skewed (γ1 = 97.18739673) | Skewed |
df_index has unique values | Unique |
DOM has 1820 (1.3%) zeros | Zeros |
ParkingSpacesGarage has 4190 (3.1%) zeros | Zeros |
| Distinct count | 135343 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 107845.69582468248 |
|---|---|
| Minimum | 0 |
| Maximum | 213178 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 11367.1 |
| Q1 | 54918.5 |
| median | 108414 |
| Q3 | 161624.5 |
| 95-th percentile | 203138.9 |
| Maximum | 213178 |
| Range | 213178 |
| Interquartile range (IQR) | 106706 |
Descriptive statistics
| Standard deviation | 61310.8563 |
|---|---|
| Coefficient of variation (CV) | 0.5685053616 |
| Kurtosis | -1.196749337 |
| Mean | 107845.6958 |
| Median Absolute Deviation (MAD) | 53346 |
| Skewness | -0.02478099529 |
| Sum | 1.459616001e+10 |
| Variance | 3759021100 |
| Value | Count | Frequency (%) | |
| 8188 | 1 | < 0.1% | |
| 150499 | 1 | < 0.1% | |
| 15277 | 1 | < 0.1% | |
| 9134 | 1 | < 0.1% | |
| 11183 | 1 | < 0.1% | |
| 54192 | 1 | < 0.1% | |
| 56241 | 1 | < 0.1% | |
| 52147 | 1 | < 0.1% | |
| 39865 | 1 | < 0.1% | |
| 33722 | 1 | < 0.1% | |
| Other values (135333) | 135333 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 213178 | 1 | < 0.1% | |
| 213177 | 1 | < 0.1% | |
| 213176 | 1 | < 0.1% | |
| 213173 | 1 | < 0.1% | |
| 213172 | 1 | < 0.1% |
| Distinct count | 23 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
| 75070 | |
|---|---|
| 75035 | |
| 75025 | |
| 75023 | |
| 75071 | |
| Other values (18) |
| Value | Count | Frequency (%) | |
| 75070 | 27519 | 20.3% | |
| 75035 | 16757 | 12.4% | |
| 75025 | 13261 | 9.8% | |
| 75023 | 12376 | 9.1% | |
| 75071 | 11840 | 8.7% | |
| 75093 | 11340 | 8.4% | |
| 75074 | 8456 | 6.2% | |
| 75075 | 8268 | 6.1% | |
| 75069 | 6628 | 4.9% | |
| 75024 | 6551 | 4.8% | |
| Other values (13) | 12347 | 9.1% |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
BathsTotal
Real number (ℝ≥0)
| Distinct count | 47 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5545628514219425 |
|---|---|
| Minimum | 0.0 |
| Maximum | 9.3 |
| Zeros | 24 |
| Zeros (%) | < 0.1% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 2.1 |
| Q3 | 3.1 |
| 95-th percentile | 4.1 |
| Maximum | 9.3 |
| Range | 9.3 |
| Interquartile range (IQR) | 1.1 |
Descriptive statistics
| Standard deviation | 0.8042001564 |
|---|---|
| Coefficient of variation (CV) | 0.3148093052 |
| Kurtosis | 1.975692569 |
| Mean | 2.554562851 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 1.206939653 |
| Sum | 345742.2 |
| Variance | 0.6467378915 |
| Value | Count | Frequency (%) | |
| 2 | 49365 | 36.5% | |
| 2.1 | 29236 | 21.6% | |
| 3.1 | 18349 | 13.6% | |
| 3 | 17915 | 13.2% | |
| 4 | 8056 | 6.0% | |
| 4.1 | 5264 | 3.9% | |
| 1 | 1712 | 1.3% | |
| 1.1 | 1464 | 1.1% | |
| 5.1 | 987 | 0.7% | |
| 3.2 | 683 | 0.5% | |
| Other values (37) | 2312 | 1.7% |
| Value | Count | Frequency (%) | |
| 0 | 24 | < 0.1% | |
| 0.1 | 2 | < 0.1% | |
| 0.2 | 4 | < 0.1% | |
| 1 | 1712 | 1.3% | |
| 1.1 | 1464 | 1.1% |
| Value | Count | Frequency (%) | |
| 9.3 | 2 | < 0.1% | |
| 9.2 | 1 | < 0.1% | |
| 8.4 | 1 | < 0.1% | |
| 8.3 | 1 | < 0.1% | |
| 8.2 | 1 | < 0.1% |
BedsTotal
Real number (ℝ≥0)
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.681261683278781 |
|---|---|
| Minimum | 0.0 |
| Maximum | 42.0 |
| Zeros | 26 |
| Zeros (%) | < 0.1% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 3 |
| median | 4 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 42 |
| Range | 42 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.7924186912 |
|---|---|
| Coefficient of variation (CV) | 0.2152573654 |
| Kurtosis | 80.91174898 |
| Mean | 3.681261683 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.741801345 |
| Sum | 498233 |
| Variance | 0.6279273822 |
| Value | Count | Frequency (%) | |
| 4 | 62160 | 45.9% | |
| 3 | 49881 | 36.9% | |
| 5 | 16597 | 12.3% | |
| 2 | 5364 | 4.0% | |
| 6 | 889 | 0.7% | |
| 1 | 361 | 0.3% | |
| 7 | 49 | < 0.1% | |
| 0 | 26 | < 0.1% | |
| 8 | 11 | < 0.1% | |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 26 | < 0.1% | |
| 1 | 361 | 0.3% | |
| 2 | 5364 | 4.0% | |
| 3 | 49881 | 36.9% | |
| 4 | 62160 | 45.9% |
| Value | Count | Frequency (%) | |
| 42 | 2 | < 0.1% | |
| 9 | 3 | < 0.1% | |
| 8 | 11 | < 0.1% | |
| 7 | 49 | < 0.1% | |
| 6 | 889 | 0.7% |
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
| Plano | |
|---|---|
| McKinney | |
| Frisco | |
| Prosper | 3365 |
| Fairview | 2528 |
| Value | Count | Frequency (%) | |
| Plano | 60709 | 44.9% | |
| McKinney | 44975 | 33.2% | |
| Frisco | 23766 | 17.6% | |
| Prosper | 3365 | 2.5% | |
| Fairview | 2528 | 1.9% |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 6.278270764 |
| Min length | 5 |
| Distinct count | 5066 |
|---|---|
| Unique (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
| 4/29/2005 | 176 |
|---|---|
| 4/28/2005 | 160 |
| 8/28/2009 | 158 |
| 2/27/2015 | 150 |
| 4/30/2009 | 148 |
| Other values (5061) |
| Value | Count | Frequency (%) | |
| 4/29/2005 | 176 | 0.1% | |
| 4/28/2005 | 160 | 0.1% | |
| 8/28/2009 | 158 | 0.1% | |
| 2/27/2015 | 150 | 0.1% | |
| 4/30/2009 | 148 | 0.1% | |
| 6/30/2005 | 144 | 0.1% | |
| 3/31/2005 | 138 | 0.1% | |
| 5/29/2009 | 128 | 0.1% | |
| 4/15/2005 | 128 | 0.1% | |
| 6/26/2009 | 128 | 0.1% | |
| Other values (5056) | 133885 | 98.9% |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 8.991776449 |
| Min length | 8 |
| Distinct count | 9996 |
|---|---|
| Unique (%) | 7.4% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 282111.8280486471 |
|---|---|
| Minimum | 70.0 |
| Maximum | 6547500.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 118726 |
| Q1 | 171000 |
| median | 240000 |
| Q3 | 331000 |
| 95-th percentile | 579692.75 |
| Maximum | 6547500 |
| Range | 6547430 |
| Interquartile range (IQR) | 160000 |
Descriptive statistics
| Standard deviation | 192542.8604 |
|---|---|
| Coefficient of variation (CV) | 0.6825054507 |
| Kurtosis | 57.30568401 |
| Mean | 282111.828 |
| Median Absolute Deviation (MAD) | 75100 |
| Skewness | 5.026583132 |
| Sum | 3.818157903e+10 |
| Variance | 3.707275308e+10 |
| Value | Count | Frequency (%) | |
| 250000 | 1096 | 0.8% | |
| 225000 | 975 | 0.7% | |
| 275000 | 931 | 0.7% | |
| 300000 | 883 | 0.7% | |
| 165000 | 868 | 0.6% | |
| 265000 | 857 | 0.6% | |
| 210000 | 853 | 0.6% | |
| 260000 | 851 | 0.6% | |
| 175000 | 845 | 0.6% | |
| 215000 | 844 | 0.6% | |
| Other values (9986) | 126339 | 93.3% |
| Value | Count | Frequency (%) | |
| 70 | 1 | < 0.1% | |
| 81 | 1 | < 0.1% | |
| 110 | 1 | < 0.1% | |
| 165 | 1 | < 0.1% | |
| 220 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6547500 | 1 | < 0.1% | |
| 5720000 | 1 | < 0.1% | |
| 5150000 | 1 | < 0.1% | |
| 4900000 | 1 | < 0.1% | |
| 4275000 | 1 | < 0.1% |
| Distinct count | 9996 |
|---|---|
| Unique (%) | 7.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 282118.57304596464 |
|---|---|
| Minimum | 70.0 |
| Maximum | 6547500.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 118726 |
| Q1 | 171000 |
| median | 240000 |
| Q3 | 331000 |
| 95-th percentile | 579880 |
| Maximum | 6547500 |
| Range | 6547430 |
| Interquartile range (IQR) | 160000 |
Descriptive statistics
| Standard deviation | 192558.1382 |
|---|---|
| Coefficient of variation (CV) | 0.6825432871 |
| Kurtosis | 57.28913019 |
| Mean | 282118.573 |
| Median Absolute Deviation (MAD) | 75100 |
| Skewness | 5.026031861 |
| Sum | 3.818277403e+10 |
| Variance | 3.707863659e+10 |
| Value | Count | Frequency (%) | |
| 250000 | 1096 | 0.8% | |
| 225000 | 975 | 0.7% | |
| 275000 | 931 | 0.7% | |
| 300000 | 883 | 0.7% | |
| 165000 | 868 | 0.6% | |
| 265000 | 857 | 0.6% | |
| 210000 | 853 | 0.6% | |
| 260000 | 851 | 0.6% | |
| 175000 | 845 | 0.6% | |
| 215000 | 844 | 0.6% | |
| Other values (9986) | 126340 | 93.3% |
| Value | Count | Frequency (%) | |
| 70 | 1 | < 0.1% | |
| 81 | 1 | < 0.1% | |
| 110 | 1 | < 0.1% | |
| 165 | 1 | < 0.1% | |
| 220 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6547500 | 1 | < 0.1% | |
| 5720000 | 1 | < 0.1% | |
| 5150000 | 1 | < 0.1% | |
| 4900000 | 1 | < 0.1% | |
| 4275000 | 1 | < 0.1% |
| Distinct count | 572 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 23 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.98737806680461 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1649.0 |
| Zeros | 1820 |
| Zeros (%) | 1.3% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 9 |
| median | 28 |
| Q3 | 67 |
| 95-th percentile | 163 |
| Maximum | 1649 |
| Range | 1649 |
| Interquartile range (IQR) | 58 |
Descriptive statistics
| Standard deviation | 60.37183771 |
|---|---|
| Coefficient of variation (CV) | 1.232395774 |
| Kurtosis | 25.05132464 |
| Mean | 48.98737807 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 3.257590844 |
| Sum | 6628972 |
| Variance | 3644.758788 |
| Value | Count | Frequency (%) | |
| 3 | 5303 | 3.9% | |
| 4 | 5078 | 3.8% | |
| 5 | 4353 | 3.2% | |
| 2 | 3903 | 2.9% | |
| 6 | 3510 | 2.6% | |
| 7 | 3245 | 2.4% | |
| 10 | 2780 | 2.1% | |
| 8 | 2719 | 2.0% | |
| 11 | 2451 | 1.8% | |
| 9 | 2389 | 1.8% | |
| Other values (562) | 99589 | 73.6% |
| Value | Count | Frequency (%) | |
| 0 | 1820 | 1.3% | |
| 1 | 1858 | 1.4% | |
| 2 | 3903 | 2.9% | |
| 3 | 5303 | 3.9% | |
| 4 | 5078 | 3.8% |
| Value | Count | Frequency (%) | |
| 1649 | 2 | < 0.1% | |
| 1324 | 1 | < 0.1% | |
| 1243 | 1 | < 0.1% | |
| 1091 | 1 | < 0.1% | |
| 1066 | 1 | < 0.1% |
| Distinct count | 183 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 218 |
| Missing (%) | 0.2% |
| Memory size | 1.0 MiB |
| Christie | 5264 |
|---|---|
| Thomas | 2852 |
| Glenoaks | 2731 |
| Johnson | 2721 |
| Curtsinger | 2551 |
| Other values (178) |
| Value | Count | Frequency (%) | |
| Christie | 5264 | 3.9% | |
| Thomas | 2852 | 2.1% | |
| Glenoaks | 2731 | 2.0% | |
| Johnson | 2721 | 2.0% | |
| Curtsinger | 2551 | 1.9% | |
| Gunstream | 2513 | 1.9% | |
| Bennett | 2483 | 1.8% | |
| Shawnee | 2395 | 1.8% | |
| Wolford | 2310 | 1.7% | |
| Spears | 2303 | 1.7% | |
| Other values (173) | 107002 | 79.1% |
Length
| Max length | 27 |
|---|---|
| Median length | 7 |
| Mean length | 7.606185765 |
| Min length | 3 |
| Distinct count | 78 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 1546 |
| Missing (%) | 1.1% |
| Memory size | 1.0 MiB |
| Mckinney | 14001 |
|---|---|
| Jasper | 13073 |
| Clark | 12368 |
| Centennial | 11922 |
| Vines | 11128 |
| Other values (73) |
| Value | Count | Frequency (%) | |
| Mckinney | 14001 | 10.3% | |
| Jasper | 13073 | 9.7% | |
| Clark | 12368 | 9.1% | |
| Centennial | 11922 | 8.8% | |
| Vines | 11128 | 8.2% | |
| Mckinney Boyd | 10786 | 8.0% | |
| Shepton | 8544 | 6.3% | |
| Frisco | 8426 | 6.2% | |
| Mckinneyno | 8315 | 6.1% | |
| Williams | 7300 | 5.4% | |
| Other values (68) | 27934 | 20.6% |
Length
| Max length | 20 |
|---|---|
| Median length | 7 |
| Mean length | 7.675565046 |
| Min length | 3 |
AssociationType
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Memory size | 1.0 MiB |
| Mandatory | |
|---|---|
| None | |
| Voluntary | 7811 |
| Value | Count | Frequency (%) | |
| Mandatory | 86564 | 64.0% | |
| None | 40966 | 30.3% | |
| Voluntary | 7811 | 5.8% | |
| (Missing) | 2 | < 0.1% |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 7.48649727 |
| Min length | 3 |
| Distinct count | 6107 |
|---|---|
| Unique (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 288127.66547955933 |
|---|---|
| Minimum | 1.0 |
| Maximum | 6750000.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 120000 |
| Q1 | 174900 |
| median | 244000 |
| Q3 | 339000 |
| 95-th percentile | 597860 |
| Maximum | 6750000 |
| Range | 6749999 |
| Interquartile range (IQR) | 164100 |
Descriptive statistics
| Standard deviation | 203843.7197 |
|---|---|
| Coefficient of variation (CV) | 0.7074770808 |
| Kurtosis | 69.75373719 |
| Mean | 288127.6655 |
| Median Absolute Deviation (MAD) | 76500 |
| Skewness | 5.563886769 |
| Sum | 3.899606263e+10 |
| Variance | 4.155226205e+10 |
| Value | Count | Frequency (%) | |
| 169900 | 1657 | 1.2% | |
| 179900 | 1492 | 1.1% | |
| 159900 | 1491 | 1.1% | |
| 199900 | 1459 | 1.1% | |
| 249900 | 1434 | 1.1% | |
| 189900 | 1372 | 1.0% | |
| 149900 | 1319 | 1.0% | |
| 299900 | 1258 | 0.9% | |
| 139900 | 1184 | 0.9% | |
| 225000 | 1178 | 0.9% | |
| Other values (6097) | 121499 | 89.8% |
| Value | Count | Frequency (%) | |
| 1 | 1 | < 0.1% | |
| 1995 | 1 | < 0.1% | |
| 9900 | 1 | < 0.1% | |
| 13200 | 2 | < 0.1% | |
| 13500 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6750000 | 1 | < 0.1% | |
| 6399000 | 2 | < 0.1% | |
| 5400000 | 1 | < 0.1% | |
| 5150000 | 1 | < 0.1% | |
| 4900000 | 2 | < 0.1% |
LotSize
Categorical
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 14 |
| Missing (%) | < 0.1% |
| Memory size | 1.0 MiB |
| Less Than .5 Acre (not Zero) | |
|---|---|
| .5 Acre to .99 Acre | 6369 |
| Condo/Townhome Lot | 3391 |
| Zero Lot | 2758 |
| 1 Acre to 2.99 Acres | 2545 |
| Other values (5) | 616 |
| Value | Count | Frequency (%) | |
| Less Than .5 Acre (not Zero) | 119650 | 88.4% | |
| .5 Acre to .99 Acre | 6369 | 4.7% | |
| Condo/Townhome Lot | 3391 | 2.5% | |
| Zero Lot | 2758 | 2.0% | |
| 1 Acre to 2.99 Acres | 2545 | 1.9% | |
| 3 Acres to 4.99 Acres | 315 | 0.2% | |
| 5 Acres to 9.99 Acres | 162 | 0.1% | |
| 10 Acres to 49.99 Acres | 128 | 0.1% | |
| Over 100 Acres | 9 | < 0.1% | |
| 50 Acres to 100 Acres | 2 | < 0.1% | |
| (Missing) | 14 | < 0.1% |
Length
| Max length | 28 |
|---|---|
| Median length | 28 |
| Mean length | 26.73491795 |
| Min length | 3 |
| Distinct count | 88 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 699 |
| Missing (%) | 0.5% |
| Memory size | 1.0 MiB |
| Dowell | 8740 |
|---|---|
| Evans | 7431 |
| Carpenter | 7279 |
| Faubion | 7171 |
| Renner | 6667 |
| Other values (83) |
| Value | Count | Frequency (%) | |
| Dowell | 8740 | 6.5% | |
| Evans | 7431 | 5.5% | |
| Carpenter | 7279 | 5.4% | |
| Faubion | 7171 | 5.3% | |
| Renner | 6667 | 4.9% | |
| Wester | 6654 | 4.9% | |
| Clark | 6624 | 4.9% | |
| Haggard | 6317 | 4.7% | |
| Roach | 5863 | 4.3% | |
| Robinson | 5305 | 3.9% | |
| Other values (78) | 66593 | 49.2% |
Length
| Max length | 21 |
|---|---|
| Median length | 6 |
| Mean length | 7.014821601 |
| Min length | 3 |
MLSNumber
Real number (ℝ≥0)
| Distinct count | 124901 |
|---|---|
| Unique (%) | 92.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11896387.741227843 |
|---|---|
| Minimum | 9308485.0 |
| Maximum | 14320678.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 9308485 |
|---|---|
| 5-th percentile | 9714982.4 |
| Q1 | 10758605 |
| median | 11710551 |
| Q3 | 13275723 |
| 95-th percentile | 14048025.1 |
| Maximum | 14320678 |
| Range | 5012193 |
| Interquartile range (IQR) | 2517118 |
Descriptive statistics
| Standard deviation | 1378452.483 |
|---|---|
| Coefficient of variation (CV) | 0.115871516 |
| Kurtosis | -1.24648359 |
| Mean | 11896387.74 |
| Median Absolute Deviation (MAD) | 1309602 |
| Skewness | 0.1485541609 |
| Sum | 1.610092806e+12 |
| Variance | 1.900131248e+12 |
| Value | Count | Frequency (%) | |
| 10265120 | 3 | < 0.1% | |
| 10283463 | 3 | < 0.1% | |
| 10293484 | 3 | < 0.1% | |
| 10265904 | 3 | < 0.1% | |
| 10276005 | 3 | < 0.1% | |
| 10295089 | 3 | < 0.1% | |
| 10299566 | 3 | < 0.1% | |
| 10214609 | 3 | < 0.1% | |
| 10279349 | 3 | < 0.1% | |
| 10214578 | 3 | < 0.1% | |
| Other values (124891) | 135313 | > 99.9% |
| Value | Count | Frequency (%) | |
| 9308485 | 1 | < 0.1% | |
| 9325434 | 1 | < 0.1% | |
| 9326879 | 1 | < 0.1% | |
| 9377660 | 1 | < 0.1% | |
| 9388582 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 14320678 | 1 | < 0.1% | |
| 14320220 | 1 | < 0.1% | |
| 14313727 | 1 | < 0.1% | |
| 14311113 | 1 | < 0.1% | |
| 14311028 | 1 | < 0.1% |
NumberOfDiningAreas
Real number (ℝ≥0)
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7554030190407932 |
|---|---|
| Minimum | 0.0 |
| Maximum | 9.0 |
| Zeros | 723 |
| Zeros (%) | 0.5% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4499385172 |
|---|---|
| Coefficient of variation (CV) | 0.2563163629 |
| Kurtosis | 1.266541543 |
| Mean | 1.755403019 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.181933479 |
| Sum | 237578 |
| Variance | 0.2024446693 |
| Value | Count | Frequency (%) | |
| 2 | 102199 | 75.5% | |
| 1 | 32059 | 23.7% | |
| 0 | 723 | 0.5% | |
| 3 | 334 | 0.2% | |
| 4 | 19 | < 0.1% | |
| 5 | 4 | < 0.1% | |
| 7 | 2 | < 0.1% | |
| 9 | 1 | < 0.1% | |
| (Missing) | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 723 | 0.5% | |
| 1 | 32059 | 23.7% | |
| 2 | 102199 | 75.5% | |
| 3 | 334 | 0.2% | |
| 4 | 19 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9 | 1 | < 0.1% | |
| 7 | 2 | < 0.1% | |
| 5 | 4 | < 0.1% | |
| 4 | 19 | < 0.1% | |
| 3 | 334 | 0.2% |
NumberOfLivingAreas
Real number (ℝ≥0)
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.067325737760636 |
|---|---|
| Minimum | 0.0 |
| Maximum | 9.0 |
| Zeros | 68 |
| Zeros (%) | 0.1% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 0.9108953261 |
|---|---|
| Coefficient of variation (CV) | 0.4406152884 |
| Kurtosis | 1.019823253 |
| Mean | 2.067325738 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.7456857934 |
| Sum | 279796 |
| Variance | 0.8297302952 |
| Value | Count | Frequency (%) | |
| 2 | 56012 | 41.4% | |
| 1 | 39798 | 29.4% | |
| 3 | 31614 | 23.4% | |
| 4 | 6517 | 4.8% | |
| 5 | 1061 | 0.8% | |
| 6 | 189 | 0.1% | |
| 0 | 68 | 0.1% | |
| 7 | 52 | < 0.1% | |
| 8 | 18 | < 0.1% | |
| 9 | 13 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 68 | 0.1% | |
| 1 | 39798 | 29.4% | |
| 2 | 56012 | 41.4% | |
| 3 | 31614 | 23.4% | |
| 4 | 6517 | 4.8% |
| Value | Count | Frequency (%) | |
| 9 | 13 | < 0.1% | |
| 8 | 18 | < 0.1% | |
| 7 | 52 | < 0.1% | |
| 6 | 189 | 0.1% | |
| 5 | 1061 | 0.8% |
NumberOfStories
Real number (ℝ≥0)
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5312576195296395 |
|---|---|
| Minimum | 0.0 |
| Maximum | 5.0 |
| Zeros | 260 |
| Zeros (%) | 0.2% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5119453135 |
|---|---|
| Coefficient of variation (CV) | 0.3343299697 |
| Kurtosis | -1.55340794 |
| Mean | 1.53125762 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.05709355423 |
| Sum | 207245 |
| Variance | 0.262088004 |
| Value | Count | Frequency (%) | |
| 2 | 70974 | 52.4% | |
| 1 | 63524 | 46.9% | |
| 3 | 570 | 0.4% | |
| 0 | 260 | 0.2% | |
| 4 | 12 | < 0.1% | |
| 5 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 260 | 0.2% | |
| 1 | 63524 | 46.9% | |
| 2 | 70974 | 52.4% | |
| 3 | 570 | 0.4% | |
| 4 | 12 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5 | 3 | < 0.1% | |
| 4 | 12 | < 0.1% | |
| 3 | 570 | 0.4% | |
| 2 | 70974 | 52.4% | |
| 1 | 63524 | 46.9% |
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 24961 |
| Missing (%) | 18.4% |
| Memory size | 1.0 MiB |
| Owner | |
|---|---|
| Vacant | |
| Tenant | 3001 |
| Value | Count | Frequency (%) | |
| Owner | 74867 | 55.3% | |
| Vacant | 32514 | 24.0% | |
| Tenant | 3001 | 2.2% | |
| (Missing) | 24961 | 18.4% |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 4.893551938 |
| Min length | 3 |
| Distinct count | 6110 |
|---|---|
| Unique (%) | 4.5% |
| Missing | 6 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 302718.13430178 |
|---|---|
| Minimum | 0.0 |
| Maximum | 430000000.0 |
| Zeros | 18 |
| Zeros (%) | < 0.1% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 123972 |
| Q1 | 175000 |
| median | 248000 |
| Q3 | 345000 |
| 95-th percentile | 612180 |
| Maximum | 430000000 |
| Range | 430000000 |
| Interquartile range (IQR) | 170000 |
Descriptive statistics
| Standard deviation | 1491181.774 |
|---|---|
| Coefficient of variation (CV) | 4.925974381 |
| Kurtosis | 63369.7939 |
| Mean | 302718.1343 |
| Median Absolute Deviation (MAD) | 78100 |
| Skewness | 241.4671172 |
| Sum | 4.096896414e+10 |
| Variance | 2.223623084e+12 |
| Value | Count | Frequency (%) | |
| 169900 | 1532 | 1.1% | |
| 179900 | 1453 | 1.1% | |
| 249900 | 1361 | 1.0% | |
| 159900 | 1344 | 1.0% | |
| 189900 | 1326 | 1.0% | |
| 199900 | 1324 | 1.0% | |
| 299900 | 1195 | 0.9% | |
| 149900 | 1192 | 0.9% | |
| 225000 | 1175 | 0.9% | |
| 275000 | 1111 | 0.8% | |
| Other values (6100) | 122324 | 90.4% |
| Value | Count | Frequency (%) | |
| 0 | 18 | < 0.1% | |
| 1 | 10 | < 0.1% | |
| 320 | 1 | < 0.1% | |
| 1000 | 3 | < 0.1% | |
| 1990 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 430000000 | 1 | < 0.1% | |
| 299900900 | 1 | < 0.1% | |
| 126500000 | 1 | < 0.1% | |
| 34990000 | 1 | < 0.1% | |
| 27990000 | 2 | < 0.1% |
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.121950318452513 |
|---|---|
| Minimum | 0.0 |
| Maximum | 9.0 |
| Zeros | 4190 |
| Zeros (%) | 3.1% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6099141385 |
|---|---|
| Coefficient of variation (CV) | 0.287430923 |
| Kurtosis | 8.547737792 |
| Mean | 2.121950318 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.003701813448 |
| Sum | 287189 |
| Variance | 0.3719952564 |
| Value | Count | Frequency (%) | |
| 2 | 103311 | 76.3% | |
| 3 | 23985 | 17.7% | |
| 0 | 4190 | 3.1% | |
| 1 | 2452 | 1.8% | |
| 4 | 1103 | 0.8% | |
| 5 | 160 | 0.1% | |
| 6 | 89 | 0.1% | |
| 7 | 20 | < 0.1% | |
| 9 | 18 | < 0.1% | |
| 8 | 14 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 4190 | 3.1% | |
| 1 | 2452 | 1.8% | |
| 2 | 103311 | 76.3% | |
| 3 | 23985 | 17.7% | |
| 4 | 1103 | 0.8% |
| Value | Count | Frequency (%) | |
| 9 | 18 | < 0.1% | |
| 8 | 14 | < 0.1% | |
| 7 | 20 | < 0.1% | |
| 6 | 89 | 0.1% | |
| 5 | 160 | 0.1% |
PoolYN
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 1.0 MiB |
| False | |
|---|---|
| True | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| False | 102369 | 75.6% | |
| True | 32973 | 24.4% | |
| (Missing) | 1 | < 0.1% |
PropertySubType
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
| RES-Single Family | |
|---|---|
| RES-Townhouse | 4253 |
| RES-Condo | 1686 |
| RES-Half Duplex | 911 |
| RES-Farm/Ranch | 61 |
| Value | Count | Frequency (%) | |
| RES-Single Family | 128432 | 94.9% | |
| RES-Townhouse | 4253 | 3.1% | |
| RES-Condo | 1686 | 1.2% | |
| RES-Half Duplex | 911 | 0.7% | |
| RES-Farm/Ranch | 61 | < 0.1% |
Length
| Max length | 17 |
|---|---|
| Median length | 17 |
| Mean length | 16.75983243 |
| Min length | 9 |
| Distinct count | 15559 |
|---|---|
| Unique (%) | 11.5% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7600840672518505 |
|---|---|
| Minimum | 0.0005200000000000001 |
| Maximum | 105000.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0.00052 |
|---|---|
| 5-th percentile | 0.92563 |
| Q1 | 0.96674 |
| median | 0.98508 |
| Q3 | 1 |
| 95-th percentile | 1.0356 |
| Maximum | 105000 |
| Range | 104999.9995 |
| Interquartile range (IQR) | 0.03326 |
Descriptive statistics
| Standard deviation | 285.4101285 |
|---|---|
| Coefficient of variation (CV) | 162.1571002 |
| Kurtosis | 135341.4414 |
| Mean | 1.760084067 |
| Median Absolute Deviation (MAD) | 0.01498 |
| Skewness | 367.8874324 |
| Sum | 238213.2978 |
| Variance | 81458.94144 |
| Value | Count | Frequency (%) | |
| 1 | 19045 | 14.1% | |
| 0.98039 | 311 | 0.2% | |
| 0.96 | 308 | 0.2% | |
| 0.97143 | 291 | 0.2% | |
| 0.97561 | 275 | 0.2% | |
| 0.95238 | 275 | 0.2% | |
| 0.97778 | 273 | 0.2% | |
| 0.96667 | 264 | 0.2% | |
| 0.96774 | 262 | 0.2% | |
| 0.98 | 247 | 0.2% | |
| Other values (15549) | 113791 | 84.1% |
| Value | Count | Frequency (%) | |
| 0.00052 | 1 | < 0.1% | |
| 0.00054 | 1 | < 0.1% | |
| 0.00095 | 1 | < 0.1% | |
| 0.00096 | 1 | < 0.1% | |
| 0.00097 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 105000 | 1 | < 0.1% | |
| 150.37594 | 1 | < 0.1% | |
| 10 | 1 | < 0.1% | |
| 9.47867 | 1 | < 0.1% | |
| 7.54717 | 1 | < 0.1% |
| Distinct count | 20706 |
|---|---|
| Unique (%) | 15.3% |
| Missing | 25 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.783095333067294 |
|---|---|
| Minimum | 0.0005099999999999999 |
| Maximum | 378000.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0.00051 |
|---|---|
| 5-th percentile | 0.86625 |
| Q1 | 0.94275 |
| median | 0.97397 |
| Q3 | 1 |
| 95-th percentile | 1.0351015 |
| Maximum | 378000 |
| Range | 377999.9995 |
| Interquartile range (IQR) | 0.05725 |
Descriptive statistics
| Standard deviation | 1840.105945 |
|---|---|
| Coefficient of variation (CV) | 116.58714 |
| Kurtosis | 22401.75817 |
| Mean | 15.78309533 |
| Median Absolute Deviation (MAD) | 0.02603 |
| Skewness | 141.5756303 |
| Sum | 2135736.894 |
| Variance | 3385989.888 |
| Value | Count | Frequency (%) | |
| 1 | 13453 | 9.9% | |
| 0.95238 | 298 | 0.2% | |
| 0.96 | 288 | 0.2% | |
| 0.97143 | 247 | 0.2% | |
| 0.96667 | 235 | 0.2% | |
| 0.93333 | 233 | 0.2% | |
| 0.95 | 229 | 0.2% | |
| 0.96774 | 225 | 0.2% | |
| 0.90909 | 215 | 0.2% | |
| 0.97778 | 211 | 0.2% | |
| Other values (20696) | 119684 | 88.4% |
| Value | Count | Frequency (%) | |
| 0.00051 | 1 | < 0.1% | |
| 0.00052 | 1 | < 0.1% | |
| 0.00092 | 1 | < 0.1% | |
| 0.00093 | 1 | < 0.1% | |
| 0.00094 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 378000 | 1 | < 0.1% | |
| 276000 | 1 | < 0.1% | |
| 225000 | 1 | < 0.1% | |
| 222500 | 1 | < 0.1% | |
| 187500 | 1 | < 0.1% |
| Distinct count | 15772 |
|---|---|
| Unique (%) | 11.7% |
| Missing | 36 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.60618068540431 |
|---|---|
| Minimum | 0.03 |
| Maximum | 10000.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0.03 |
|---|---|
| 5-th percentile | 64.26 |
| Q1 | 80.56 |
| median | 96.7 |
| Q3 | 124.005 |
| 95-th percentile | 164.027 |
| Maximum | 10000 |
| Range | 9999.97 |
| Interquartile range (IQR) | 43.445 |
Descriptive statistics
| Standard deviation | 43.23548462 |
|---|---|
| Coefficient of variation (CV) | 0.4133167308 |
| Kurtosis | 20286.53607 |
| Mean | 104.6061807 |
| Median Absolute Deviation (MAD) | 19.69 |
| Skewness | 89.55370868 |
| Sum | 14153948.49 |
| Variance | 1869.30713 |
| Value | Count | Frequency (%) | |
| 83.33 | 86 | 0.1% | |
| 100 | 85 | 0.1% | |
| 125 | 63 | < 0.1% | |
| 90.91 | 60 | < 0.1% | |
| 111.11 | 48 | < 0.1% | |
| 83.29 | 47 | < 0.1% | |
| 85.71 | 45 | < 0.1% | |
| 96.15 | 44 | < 0.1% | |
| 76.92 | 44 | < 0.1% | |
| 92.59 | 43 | < 0.1% | |
| Other values (15762) | 134742 | 99.6% |
| Value | Count | Frequency (%) | |
| 0.03 | 1 | < 0.1% | |
| 0.04 | 1 | < 0.1% | |
| 0.07 | 1 | < 0.1% | |
| 0.08 | 2 | < 0.1% | |
| 0.1 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 10000 | 1 | < 0.1% | |
| 1217.73 | 1 | < 0.1% | |
| 1000 | 1 | < 0.1% | |
| 865.38 | 1 | < 0.1% | |
| 779.9 | 1 | < 0.1% |
| Distinct count | 13 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 7915 |
| Missing (%) | 5.8% |
| Memory size | 1.0 MiB |
| Plano ISD | |
|---|---|
| Frisco ISD | |
| McKinney ISD | |
| Prosper ISD | 6688 |
| Lovejoy ISD | 1834 |
| Other values (8) | 1288 |
| Value | Count | Frequency (%) | |
| Plano ISD | 50384 | 37.2% | |
| Frisco ISD | 35439 | 26.2% | |
| McKinney ISD | 31795 | 23.5% | |
| Prosper ISD | 6688 | 4.9% | |
| Lovejoy ISD | 1834 | 1.4% | |
| Allen ISD | 759 | 0.6% | |
| Lewisville ISD | 302 | 0.2% | |
| Melissa ISD | 140 | 0.1% | |
| Princeton ISD | 47 | < 0.1% | |
| Celina ISD | 33 | < 0.1% | |
| Other values (3) | 7 | < 0.1% | |
| (Missing) | 7915 | 5.8% |
Length
| Max length | 14 |
|---|---|
| Median length | 10 |
| Mean length | 9.756707033 |
| Min length | 3 |
SellerType
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 978 |
| Missing (%) | 0.7% |
| Memory size | 1.0 MiB |
| Individual(s) | |
|---|---|
| Lender/REO | 9378 |
| Value | Count | Frequency (%) | |
| Individual(s) | 124987 | 92.3% | |
| Lender/REO | 9378 | 6.9% | |
| (Missing) | 978 | 0.7% |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 12.7198673 |
| Min length | 3 |
| Distinct count | 20 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 85101 |
| Missing (%) | 62.9% |
| Memory size | 1.0 MiB |
| Plano Senior | |
|---|---|
| Planoeast | |
| Planowest | |
| Plano West | |
| Plano East | |
| Other values (15) | 1892 |
| Value | Count | Frequency (%) | |
| Plano Senior | 19599 | 14.5% | |
| Planoeast | 9819 | 7.3% | |
| Planowest | 9284 | 6.9% | |
| Plano West | 5410 | 4.0% | |
| Plano East | 4238 | 3.1% | |
| Plano Sr | 1710 | 1.3% | |
| Centennial | 72 | 0.1% | |
| Frisco | 65 | < 0.1% | |
| Plano | 12 | < 0.1% | |
| Jasper | 7 | < 0.1% | |
| Other values (10) | 26 | < 0.1% | |
| (Missing) | 85101 | 62.9% |
Length
| Max length | 12 |
|---|---|
| Median length | 3 |
| Mean length | 5.718552123 |
| Min length | 3 |
SqFtTotal
Real number (ℝ≥0)
| Distinct count | 5663 |
|---|---|
| Unique (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2623.4577924236937 |
|---|---|
| Minimum | 0.0 |
| Maximum | 17306.0 |
| Zeros | 36 |
| Zeros (%) | < 0.1% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1388 |
| Q1 | 1892 |
| median | 2413 |
| Q3 | 3186 |
| 95-th percentile | 4406 |
| Maximum | 17306 |
| Range | 17306 |
| Interquartile range (IQR) | 1294 |
Descriptive statistics
| Standard deviation | 1019.422058 |
|---|---|
| Coefficient of variation (CV) | 0.3885795535 |
| Kurtosis | 5.887842745 |
| Mean | 2623.457792 |
| Median Absolute Deviation (MAD) | 611 |
| Skewness | 1.491585428 |
| Sum | 355066648 |
| Variance | 1039221.332 |
| Value | Count | Frequency (%) | |
| 1930 | 248 | 0.2% | |
| 2098 | 217 | 0.2% | |
| 1785 | 213 | 0.2% | |
| 1659 | 207 | 0.2% | |
| 1868 | 204 | 0.2% | |
| 1535 | 202 | 0.1% | |
| 2297 | 197 | 0.1% | |
| 1848 | 196 | 0.1% | |
| 1860 | 195 | 0.1% | |
| 2076 | 192 | 0.1% | |
| Other values (5653) | 133272 | 98.5% |
| Value | Count | Frequency (%) | |
| 0 | 36 | < 0.1% | |
| 49 | 1 | < 0.1% | |
| 219 | 1 | < 0.1% | |
| 520 | 1 | < 0.1% | |
| 525 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 17306 | 1 | < 0.1% | |
| 15042 | 1 | < 0.1% | |
| 15000 | 2 | < 0.1% | |
| 14962 | 1 | < 0.1% | |
| 14919 | 1 | < 0.1% |
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 131949 |
| Missing (%) | 97.5% |
| Memory size | 1.0 MiB |
| N | |
|---|---|
| W | |
| S | |
| E | |
| NW | 6 |
| Other values (2) | 8 |
| Value | Count | Frequency (%) | |
| N | 1037 | 0.8% | |
| W | 970 | 0.7% | |
| S | 829 | 0.6% | |
| E | 544 | 0.4% | |
| NW | 6 | < 0.1% | |
| NE | 5 | < 0.1% | |
| SW | 3 | < 0.1% | |
| (Missing) | 131949 | 97.5% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.949949388 |
| Min length | 1 |
| Distinct count | 8 |
|---|---|
| Unique (%) | 1.7% |
| Missing | 134859 |
| Missing (%) | 99.6% |
| Memory size | 1.0 MiB |
| N | |
|---|---|
| S | |
| W | |
| E | |
| NW | 3 |
| Other values (3) | 3 |
| Value | Count | Frequency (%) | |
| N | 159 | 0.1% | |
| S | 143 | 0.1% | |
| W | 103 | 0.1% | |
| E | 73 | 0.1% | |
| NW | 3 | < 0.1% | |
| NE | 1 | < 0.1% | |
| SW | 1 | < 0.1% | |
| SE | 1 | < 0.1% | |
| (Missing) | 134859 | 99.6% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.992892133 |
| Min length | 1 |
| Distinct count | 15169 |
|---|---|
| Unique (%) | 11.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
| Park | 288 |
|---|---|
| Virginia Hills | 273 |
| Preston | 249 |
| Cross Bend | 220 |
| Hickory | 191 |
| Other values (15164) |
| Value | Count | Frequency (%) | |
| Park | 288 | 0.2% | |
| Virginia Hills | 273 | 0.2% | |
| Preston | 249 | 0.2% | |
| Cross Bend | 220 | 0.2% | |
| Hickory | 191 | 0.1% | |
| Spring Creek | 173 | 0.1% | |
| 14th | 149 | 0.1% | |
| Teakwood | 146 | 0.1% | |
| Mason | 131 | 0.1% | |
| Scenic Ranch | 129 | 0.1% | |
| Other values (15159) | 133394 | 98.6% |
Length
| Max length | 20 |
|---|---|
| Median length | 9 |
| Mean length | 8.910006428 |
| Min length | 1 |
| Distinct count | 10356 |
|---|---|
| Unique (%) | 7.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
| 2601 | 333 |
|---|---|
| 575 | 296 |
| 3801 | 284 |
| 3101 | 282 |
| 2204 | 267 |
| Other values (10351) |
| Value | Count | Frequency (%) | |
| 2601 | 333 | 0.2% | |
| 575 | 296 | 0.2% | |
| 3801 | 284 | 0.2% | |
| 3101 | 282 | 0.2% | |
| 2204 | 267 | 0.2% | |
| 2400 | 248 | 0.2% | |
| 8400 | 246 | 0.2% | |
| 2524 | 230 | 0.2% | |
| 2200 | 228 | 0.2% | |
| 2500 | 212 | 0.2% | |
| Other values (10346) | 132717 | 98.1% |
Length
| Max length | 9 |
|---|---|
| Median length | 4 |
| Mean length | 3.99199072 |
| Min length | 1 |
| Distinct count | 44 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 13676 |
| Missing (%) | 10.1% |
| Memory size | 1.0 MiB |
| Drive | |
|---|---|
| Lane | |
| Court | 8598 |
| Trail | 5685 |
| Street | 4757 |
| Other values (39) |
| Value | Count | Frequency (%) | |
| Drive | 65002 | 48.0% | |
| Lane | 20263 | 15.0% | |
| Court | 8598 | 6.4% | |
| Trail | 5685 | 4.2% | |
| Street | 4757 | 3.5% | |
| Road | 4696 | 3.5% | |
| Circle | 3318 | 2.5% | |
| Way | 3300 | 2.4% | |
| Place | 1942 | 1.4% | |
| Avenue | 1261 | 0.9% | |
| Other values (34) | 2845 | 2.1% | |
| (Missing) | 13676 | 10.1% |
Length
| Max length | 9 |
|---|---|
| Median length | 5 |
| Mean length | 4.670984092 |
| Min length | 3 |
| Distinct count | 264 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 10952 |
| Missing (%) | 8.1% |
| Memory size | 1.0 MiB |
| Traditional | |
|---|---|
| Ranch | 2336 |
| Contemporary/Modern | 1803 |
| Ranch, Traditional | 1242 |
| Mediterranean | 752 |
| Other values (259) | 4983 |
| Value | Count | Frequency (%) | |
| Traditional | 113275 | 83.7% | |
| Ranch | 2336 | 1.7% | |
| Contemporary/Modern | 1803 | 1.3% | |
| Ranch, Traditional | 1242 | 0.9% | |
| Mediterranean | 752 | 0.6% | |
| Other | 534 | 0.4% | |
| Contemporary/Modern, Traditional | 448 | 0.3% | |
| French | 289 | 0.2% | |
| Craftsman | 287 | 0.2% | |
| French, Traditional | 267 | 0.2% | |
| Other values (254) | 3158 | 2.3% | |
| (Missing) | 10952 | 8.1% |
Length
| Max length | 98 |
|---|---|
| Median length | 11 |
| Mean length | 10.66080255 |
| Min length | 3 |
| Distinct count | 61882 |
|---|---|
| Unique (%) | 56.5% |
| Missing | 25819 |
| Missing (%) | 19.1% |
| Memory size | 1.0 MiB |
| SPRING CREEK PARKWAY ESTATES W | 217 |
|---|---|
| Spring Creek Parkway Estates W | 137 |
| WELLINGTON AT PRESTON MEADOWS | 131 |
| LAKES OF PRESTON VINEYARDS VIL | 113 |
| VILLAGES OF WHITE ROCK CREEK # | 106 |
| Other values (61877) |
| Value | Count | Frequency (%) | |
| SPRING CREEK PARKWAY ESTATES W | 217 | 0.2% | |
| Spring Creek Parkway Estates W | 137 | 0.1% | |
| WELLINGTON AT PRESTON MEADOWS | 131 | 0.1% | |
| LAKES OF PRESTON VINEYARDS VIL | 113 | 0.1% | |
| VILLAGES OF WHITE ROCK CREEK # | 106 | 0.1% | |
| Wellington At Preston Meadows | 91 | 0.1% | |
| VALOR POINTE - THE RESERVE AT WESTRIDGE PHASE | 88 | 0.1% | |
| Winsor Meadows At Westridge #0 | 87 | 0.1% | |
| BILTMORE SWIM & RACQUET CLUB # | 77 | 0.1% | |
| PLANTATION RESORT AUGUSTA FARM | 75 | 0.1% | |
| Other values (61872) | 108402 | 80.1% | |
| (Missing) | 25819 | 19.1% |
Length
| Max length | 50 |
|---|---|
| Median length | 30 |
| Mean length | 27.52241342 |
| Min length | 1 |
| Distinct count | 142 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1994.8070605794167 |
|---|---|
| Minimum | 0.0 |
| Maximum | 9999.0 |
| Zeros | 9 |
| Zeros (%) | < 0.1% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1972 |
| Q1 | 1988 |
| median | 1997 |
| Q3 | 2003 |
| 95-th percentile | 2010 |
| Maximum | 9999 |
| Range | 9999 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 75.08899798 |
|---|---|
| Coefficient of variation (CV) | 0.03764223592 |
| Kurtosis | 10524.21113 |
| Mean | 1994.807061 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 97.18739673 |
| Sum | 269983172 |
| Variance | 5638.357618 |
| Value | Count | Frequency (%) | |
| 2005 | 6400 | 4.7% | |
| 1998 | 6288 | 4.6% | |
| 2001 | 6190 | 4.6% | |
| 2000 | 6144 | 4.5% | |
| 1999 | 6067 | 4.5% | |
| 2006 | 5978 | 4.4% | |
| 2004 | 5946 | 4.4% | |
| 1997 | 5649 | 4.2% | |
| 2003 | 5329 | 3.9% | |
| 1996 | 5266 | 3.9% | |
| Other values (132) | 76086 | 56.2% |
| Value | Count | Frequency (%) | |
| 0 | 9 | < 0.1% | |
| 1857 | 3 | < 0.1% | |
| 1860 | 2 | < 0.1% | |
| 1876 | 2 | < 0.1% | |
| 1877 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9999 | 11 | < 0.1% | |
| 2020 | 1 | < 0.1% | |
| 2019 | 11 | < 0.1% | |
| 2018 | 55 | < 0.1% | |
| 2017 | 190 | 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | PostalCode | BathsTotal | BedsTotal | City | CloseDate | ClosePrice | CurrentPrice | DOM | ElementarySchoolName | HighSchoolName | AssociationType | ListPrice | LotSize | MiddleSchoolName | MLSNumber | NumberOfDiningAreas | NumberOfLivingAreas | NumberOfStories | Occupancy | OriginalListPrice | ParkingSpacesGarage | PoolYN | PropertySubType | RATIO_ClosePrice_By_ListPrice | RATIO_ClosePrice_By_OriginalListPrice | RATIO_CurrentPrice_By_SQFT | SchoolDistrict | SellerType | SeniorHighSchoolName | SqFtTotal | StreetDirPrefix | StreetDirSuffix | StreetName | StreetNumber | StreetSuffix | ArchitecturalStyle | TaxLegalDescription | YearBuilt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 75071 | 1.0 | 2.0 | McKinney | 10/3/2014 | 150000.0 | 150000.0 | 1649.0 | John A Baker | Prosper | None | 230000.0 | 1 Acre to 2.99 Acres | Rogers | 11363157.0 | 1.0 | 1.0 | 1.0 | Owner | 274900.0 | 2.0 | False | RES-Farm/Ranch | 0.65217 | 0.54565 | 151.82 | Prosper ISD | Individual(s) | NaN | 988.0 | N | NaN | Custer | 5841 | Road | Early American | Abstract A0412 Horn, George, T | 1930.0 |
| 1 | 1 | 75071 | 3.0 | 4.0 | McKinney | 10/3/2014 | 400000.0 | 400000.0 | 1649.0 | John A Baker | Prosper | None | 400000.0 | 3 Acres to 4.99 Acres | Rogers | 11363138.0 | 2.0 | 2.0 | 1.0 | Tenant | 424900.0 | 2.0 | False | RES-Single Family | 1.00000 | 0.94140 | 152.09 | Prosper ISD | Individual(s) | NaN | 2630.0 | NaN | NaN | Custer | 5799 | Road | Traditional | NaN | 1965.0 |
| 2 | 2 | 75034 | 5.0 | 5.0 | Frisco | 7/29/2013 | 555000.0 | 555000.0 | 1324.0 | Spears | Frisco | Mandatory | 530200.0 | Less Than .5 Acre (not Zero) | Hunt | 11281961.0 | 2.0 | 3.0 | 2.0 | Owner | 800000.0 | 3.0 | True | RES-Single Family | 1.04677 | 0.69375 | 119.92 | Frisco ISD | Individual(s) | NaN | 4628.0 | NaN | NaN | Lago Vista | 5507 | Lane | Traditional | Starwood #04 Village #15, Bloc | 2004.0 |
| 3 | 3 | 75078 | 3.1 | 3.0 | Prosper | 10/17/2012 | 1490000.0 | 1490000.0 | 1243.0 | Prosper | Prosper | None | 1900000.0 | 10 Acres to 49.99 Acres | Prosper | 11207426.0 | 2.0 | 3.0 | 2.0 | NaN | 2300000.0 | 3.0 | False | RES-Farm/Ranch | 0.78421 | 0.64783 | 322.93 | Prosper ISD | Individual(s) | NaN | 4614.0 | E | NaN | Frontier | 2380 | Parkway | Victorian | W.T. Horn Survey, A-376 | 1990.0 |
| 4 | 7 | 75034 | 5.1 | 5.0 | Frisco | 12/19/2013 | 1138000.0 | 1138000.0 | 1091.0 | Smith | Frisco | Mandatory | 1190000.0 | Less Than .5 Acre (not Zero) | Staley | 11503844.0 | 2.0 | 3.0 | 2.0 | NaN | 1350000.0 | 3.0 | True | RES-Single Family | 0.95630 | 0.84296 | 217.05 | Frisco ISD | Individual(s) | NaN | 5243.0 | NaN | NaN | Briarwood | 3074 | Lane | Traditional | NaN | 2006.0 |
| 5 | 9 | 75093 | 5.2 | 6.0 | Plano | 6/28/2013 | 906500.0 | 906500.0 | 1066.0 | Huffman | Shepton | Mandatory | 998500.0 | Less Than .5 Acre (not Zero) | Renner | 11424721.0 | 2.0 | 3.0 | 2.0 | Owner | 1150000.0 | 4.0 | True | RES-Single Family | 0.90786 | 0.78826 | 148.97 | Plano ISD | Individual(s) | Planowest | 6085.0 | NaN | NaN | Cliffview | 1816 | Drive | Contemporary/Modern | Cliffs Of Gleneagles, Blk A, L | 1994.0 |
| 6 | 10 | 75075 | 2.1 | 3.0 | Plano | 3/17/2014 | 116994.0 | 116994.0 | 1047.0 | Saigling | Vines | Mandatory | 117000.0 | Less Than .5 Acre (not Zero) | Haggard | 11566790.0 | 1.0 | 2.0 | 2.0 | Owner | 137500.0 | 2.0 | False | RES-Townhouse | 0.99995 | 0.85087 | 66.40 | Plano ISD | Individual(s) | Plano Senior | 1762.0 | NaN | NaN | Devonshire | 3225 | Drive | Contemporary/Modern, French, Traditional | Cobblestone Townhome Community | 1987.0 |
| 7 | 16 | 75070 | 3.2 | 3.0 | McKinney | 12/21/2015 | 870000.0 | 870000.0 | 950.0 | Comstock | Liberty | Mandatory | 899000.0 | Condo/Townhome Lot | Scoggins | 11933761.0 | 2.0 | 2.0 | 2.0 | Vacant | 1045000.0 | 2.0 | False | RES-Condo | 0.96774 | 0.83254 | 203.99 | Frisco ISD | Individual(s) | NaN | 4265.0 | NaN | NaN | Settlement | 5724 | Way | Traditional | RESIDENCES AT THE GRAND LODGE | 2012.0 |
| 8 | 20 | 75078 | 2.1 | 3.0 | Prosper | 9/17/2014 | 535000.0 | 535000.0 | 883.0 | Judy Rucker | Prosper | None | 594900.0 | 10 Acres to 49.99 Acres | Reynolds | 11756658.0 | 2.0 | 1.0 | 2.0 | Owner | 722775.0 | 2.0 | False | RES-Single Family | 0.89931 | 0.74020 | 248.84 | Prosper ISD | Individual(s) | NaN | 2150.0 | W | W | Prosper | 2076 | Trail | Traditional | ABS A0147 COLLIN COUNTY SCHOOL | 1987.0 |
| 9 | 23 | 75069 | 3.0 | 3.0 | McKinney | 12/18/2013 | 250000.0 | 250000.0 | 856.0 | Malvern | Mckinney | Mandatory | 269000.0 | Less Than .5 Acre (not Zero) | Dr Jack Cockrill | 11625707.0 | 2.0 | 2.0 | 2.0 | Vacant | 250000.0 | 2.0 | False | RES-Single Family | 0.92937 | 1.00000 | 99.88 | McKinney ISD | Individual(s) | NaN | 2503.0 | NaN | NaN | Preservation | 700 | Lane | Traditional | Chapel Hill #01b, Blk C, Lot 1 | 2008.0 |
Last rows
| df_index | PostalCode | BathsTotal | BedsTotal | City | CloseDate | ClosePrice | CurrentPrice | DOM | ElementarySchoolName | HighSchoolName | AssociationType | ListPrice | LotSize | MiddleSchoolName | MLSNumber | NumberOfDiningAreas | NumberOfLivingAreas | NumberOfStories | Occupancy | OriginalListPrice | ParkingSpacesGarage | PoolYN | PropertySubType | RATIO_ClosePrice_By_ListPrice | RATIO_ClosePrice_By_OriginalListPrice | RATIO_CurrentPrice_By_SQFT | SchoolDistrict | SellerType | SeniorHighSchoolName | SqFtTotal | StreetDirPrefix | StreetDirSuffix | StreetName | StreetNumber | StreetSuffix | ArchitecturalStyle | TaxLegalDescription | YearBuilt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135333 | 213166 | 75070 | 3.1 | 4.0 | McKinney | 12/5/2014 | 264900.0 | 264900.0 | NaN | Bennett | Mckinney Boyd | Mandatory | 264900.0 | Less Than .5 Acre (not Zero) | Dowell | 13050048.0 | 2.0 | 3.0 | 2.0 | Vacant | 264900.0 | 2.0 | False | RES-Single Family | 1.00000 | 1.00000 | 86.57 | McKinney ISD | Lender/REO | NaN | 3060.0 | NaN | NaN | Trinity | 2401 | Lane | NaN | FOUNTAINVIEW #3 (CMC), BLK E, LOT 39 | 2006.0 |
| 135334 | 213167 | 75070 | 3.1 | 4.0 | McKinney | 12/5/2014 | 264900.0 | 264900.0 | NaN | Bennett | Mckinney Boyd | Mandatory | 264900.0 | Less Than .5 Acre (not Zero) | Dowell | 13050048.0 | 2.0 | 3.0 | 2.0 | Vacant | 264900.0 | 2.0 | False | RES-Single Family | 1.00000 | 1.00000 | 86.57 | McKinney ISD | Lender/REO | NaN | 3060.0 | NaN | NaN | Trinity | 2401 | Lane | NaN | FOUNTAINVIEW #3 (CMC), BLK E, LOT 39 | 2006.0 |
| 135335 | 213168 | 75071 | 2.0 | 4.0 | McKinney | 12/18/2014 | 199900.0 | 199900.0 | NaN | Wilmeth | Mckinneyno | Mandatory | 199900.0 | Less Than .5 Acre (not Zero) | Dr Jack Cockrill | 13056859.0 | 1.0 | 1.0 | 1.0 | Owner | 199900.0 | 2.0 | False | RES-Single Family | 1.00000 | 1.00000 | 107.24 | McKinney ISD | Individual(s) | NaN | 1864.0 | NaN | NaN | Juno Springs | 7720 | Way | NaN | VIRGINIA PARKLANDS (CMC), BLK B, LOT 14 | 2005.0 |
| 135336 | 213169 | 75071 | 2.0 | 4.0 | McKinney | 12/18/2014 | 199900.0 | 199900.0 | NaN | Wilmeth | Mckinneyno | Mandatory | 199900.0 | Less Than .5 Acre (not Zero) | Dr Jack Cockrill | 13056859.0 | 1.0 | 1.0 | 1.0 | Owner | 199900.0 | 2.0 | False | RES-Single Family | 1.00000 | 1.00000 | 107.24 | McKinney ISD | Individual(s) | NaN | 1864.0 | NaN | NaN | Juno Springs | 7720 | Way | NaN | VIRGINIA PARKLANDS (CMC), BLK B, LOT 14 | 2005.0 |
| 135337 | 213171 | 75075 | 2.0 | 4.0 | Plano | 8/21/2014 | 235000.0 | 235000.0 | NaN | Davis | Vines | None | 235000.0 | Less Than .5 Acre (not Zero) | Haggard | 13008187.0 | 2.0 | 1.0 | 1.0 | NaN | 235000.0 | 2.0 | True | RES-Single Family | 1.00000 | 1.00000 | 102.71 | Plano ISD | Individual(s) | Plano Senior | 2288.0 | NaN | NaN | Cedar Elm | 2625 | Lane | NaN | TIMBERCREEK ESTATES (CPL), BLK F, LOT 29 | 1972.0 |
| 135338 | 213172 | 75078 | 3.0 | 5.0 | Prosper | 2/16/2015 | 327000.0 | 327000.0 | NaN | Cynthia A Cockrell | Prosper | Mandatory | 330000.0 | Less Than .5 Acre (not Zero) | Rogers | 13086217.0 | 2.0 | 3.0 | 2.0 | NaN | 330000.0 | 2.0 | False | RES-Single Family | 0.99091 | 0.99091 | 100.49 | Prosper ISD | Individual(s) | NaN | 3254.0 | NaN | NaN | Crescent Valley | 1440 | Drive | NaN | CEDAR RIDGE ESTATES (CPR), BLK B, LOT 9 | 2011.0 |
| 135339 | 213173 | 75078 | 3.0 | 5.0 | Prosper | 2/16/2015 | 327000.0 | 327000.0 | NaN | Cynthia A Cockrell | Prosper | Mandatory | 330000.0 | Less Than .5 Acre (not Zero) | Rogers | 13086217.0 | 2.0 | 3.0 | 2.0 | NaN | 330000.0 | 2.0 | False | RES-Single Family | 0.99091 | 0.99091 | 100.49 | Prosper ISD | Individual(s) | NaN | 3254.0 | NaN | NaN | Crescent Valley | 1440 | Drive | NaN | CEDAR RIDGE ESTATES (CPR), BLK B, LOT 9 | 2011.0 |
| 135340 | 213176 | 75093 | 2.0 | 4.0 | Plano | 3/19/2015 | 145000.0 | 145000.0 | NaN | NaN | NaN | None | 155000.0 | Less Than .5 Acre (not Zero) | NaN | 13107447.0 | 1.0 | 1.0 | 1.0 | Owner | 155000.0 | 2.0 | False | RES-Single Family | 0.93548 | 0.93548 | 79.32 | Plano ISD | Individual(s) | NaN | 1828.0 | NaN | NaN | Birdsong | 4400 | Lane | NaN | PRESTON COVE (CPL), BLK D, LOT 1 | 1980.0 |
| 135341 | 213177 | 75093 | 2.0 | 4.0 | Plano | 3/19/2015 | 145000.0 | 145000.0 | NaN | NaN | NaN | None | 155000.0 | Less Than .5 Acre (not Zero) | NaN | 13107447.0 | 1.0 | 1.0 | 1.0 | Owner | 155000.0 | 2.0 | False | RES-Single Family | 0.93548 | 0.93548 | 79.32 | Plano ISD | Individual(s) | NaN | 1828.0 | NaN | NaN | Birdsong | 4400 | Lane | NaN | PRESTON COVE (CPL), BLK D, LOT 1 | 1980.0 |
| 135342 | 213178 | 75093 | 2.0 | 3.0 | Plano | 10/30/2014 | 242500.0 | 242500.0 | NaN | Barksdale | Shepton | Mandatory | 259900.0 | Less Than .5 Acre (not Zero) | Renner | 13024976.0 | 1.0 | 1.0 | 1.0 | Vacant | 259900.0 | 2.0 | False | RES-Single Family | 0.93305 | 0.93305 | 131.87 | Plano ISD | Individual(s) | Plano West | 1839.0 | W | NaN | Plano | 5161 | Parkway | Traditional | OLD SHEPARD PLACE #2 3 & 4 (CPL), BLK C, LOT 9 | 1985.0 |